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Multi-objective optimization of a spiral elastocaloric regenerator for high-performance heat pump applications based on high-fidelity numerical modelling
Luca Cirillo, Vincenzo Orabona, Sabrina Gargiulo, Lucrezia Verneau, Claudia Masselli, Felix Welsch, Paul Motzki, Žiga Ahčin, Jaka Tušek, Adriana Greco
Izvirni znanstveni članek
Oznake: elastocaloric effect;heat pumps;numerical modelling;shape memory alloys;multi-objective optimization;artificial intelligence;genetic algorithms;surrogate model;
This study presents a comprehensive numerical and surrogate-assisted framework for the design optimization of a spiral cross-section elastocaloric regenerator developed within the SMACOOL project, aimed at the realization of a rotary elastocaloric air-conditioning system. The work addresses the limi ...
Leto: 2026 Vir: Fakulteta za strojništvo (UL FS)
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